Particle swarm optimization and opposite-based particle swarm optimization for two-agent multi-facility customer order scheduling with ready times

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• 作者：Win-Chin Lin^a ; Yunqiang Yin^b ; Shuenn-Ren Cheng^c ; T.C.E. Cheng^d ; Chia-Han Wu^a ; Chin-Chia Wu^a ; ^{cchwu@fcu.edu.tw}
• 关键词：Order scheduling ; Two agents ; Particle swarm optimization ; Opposite-based particle swarm optimization ; WPSO
• 刊名：Applied Soft Computing
• 出版年：2017
• 出版时间：March 2017
• 年：2017
• 卷：52
• 期：Complete
• 页码：877-884
• 全文大小：806 K
• 卷排序：52

文摘

We study a two-agent multi-facility order scheduling with ready times. We derive several dominance properties and a lower bound on the optimal solution. We present algorithms based on particle swarm optimization (PSO) and opposite-based particle swarm optimization (O-PSO) to obtain near-optimal solutions.